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An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/whatissimondoing/CoG-BART

Official repository of the AAAI'2022 paper "Contrast and Generation Make BART a Good Dialogue Emotion Recognizer"

deep-learning emotion-recognition-in-conversation

Last synced: 09 May 2025

https://github.com/iMoonLab/PVRNet

PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)

3d-shape-recognition deep-learning multi-view point-cloud pytorch

Last synced: 20 Mar 2025

https://github.com/fedeizzo/camera-pose-estimation

A Deep Learning Approach to Camera Pose Estimation

camera-pose-estimation colmap colmap-sfm deep-learning python3 pytorch

Last synced: 29 Oct 2025

https://github.com/chenchongthu/SAMN

This is our implementation of SAMN: Social Attentional Memory Network

attention-mechanism deep-learning recommendation recommender-system social social-network

Last synced: 20 Jul 2025

https://github.com/kennethenevoldsen/spacy-wrap

spaCy-wrap is a wrapper library for spaCy for including fine-tuned transformers from Huggingface in your spaCy pipeline allowing you to include existing fine-tuned models within your SpaCy workflow.

deep-learning huggingface huggingface-transformers language-model machine-learning natural-language-processing nlp pytorch spacy spacy-extension spacy-extensions spacy-models spacy-nlp spacy-pipeline spacy-transformers text-classification transformers

Last synced: 13 Jun 2025

https://github.com/guopengf/fl-mrcm

Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning

deep-learning federated-learning pytorch

Last synced: 09 Apr 2025

https://github.com/suvash/nixos-nvidia-cuda-python-docker-compose

A step-by-step guide to setting up Nvidia GPUs with CUDA support running on Docker (and Compose) containers on NixOS host

deep-learning docker-compose jax nixos nvidia nvidia-cuda nvidia-docker nvidia-smi python pytorch tensorflow triton

Last synced: 04 Oct 2025

https://github.com/llnl/djinn

Deep jointly-informed neural networks -- as easy-to-use algorithm for designing/initializing neural nets

deep-learning machine-learning neural-network

Last synced: 29 Apr 2025

https://github.com/tymonxie/tymon

An AI Assistant More Than a Toolkit

deep-learning machine-learning python pytorch sklearn

Last synced: 09 Oct 2025

https://github.com/shivam5992/language-modelling

Generating Text using Deep Learning in Python - LSTM, RNN, Keras

deep-learning keras lstm natural-language-processing text

Last synced: 26 Oct 2025

https://github.com/jwr1995/dc1d

A 1D implementation of a deformable convolutional layer in PyTorch with a few tricks.

convolutional-layers convolutional-neural-networks deep-learning pytorch

Last synced: 27 Mar 2026

https://github.com/cnstark/easytorch

Simple and powerful pytorch framework.

deep-learning pytorch

Last synced: 06 Oct 2025

https://github.com/mseitzer/srgan

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

computer-vision deep-learning gan generative-adversarial-network pytorch super-resolution

Last synced: 05 Oct 2025

https://github.com/nikhilbarhate99/char-rnn-pytorch

Minimal implementation of Multi-layer Recurrent Neural Networks (LSTM) for character-level language modelling in PyTorch

char-rnn deep-learning lstm natural-language-generation natural-language-processing nlp pytorch pytorch-implementation pytorch-nlp pytorch-tutorial rnn

Last synced: 04 May 2025

https://github.com/lucidrains/coordinate-descent-attention

Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk

artificial-intelligence attention-mechanisms deep-learning

Last synced: 30 Apr 2025

https://github.com/GilesStrong/lumin

LUMIN - a deep learning and data science ecosystem for high-energy physics.

deep-learning hep machine-learning physics pytorch science statistics

Last synced: 15 Jul 2025

https://github.com/kasaai/deeptriangle

DeepTriangle: A Deep Learning Approach to Loss Reserving

actuarial-science deep-learning insurance rstats

Last synced: 30 Jul 2025

https://github.com/bshillingford/python-sharearray

Share numpy arrays across processes efficiently ideal for large, read-only datasets

deep-learning machine-learning mmap numpy python pytorch

Last synced: 25 Jul 2025

https://github.com/nanxstats/deep-learning-recipes

🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

deep-learning keras matrix-factorization r recommender-system tensorflow triplet-loss

Last synced: 23 Aug 2025

https://github.com/zhengzangw/doprompt

Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"

deep-learning domain-adaptation domain-generalization prompt-tuning vision-transformer

Last synced: 18 Mar 2025

https://github.com/dubezOniner/Deep-QLearning-Demo-csharp

This demo is a C# port of ConvNetJS RLDemo (https://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html) by Andrej Karpathy

ai deep-learning neural-network qlearning reinforcement-learning

Last synced: 02 Apr 2025

https://github.com/lukaszbinden/pediatric-bone-age-prediction

Based on kaggle RSNA Pediatric Bone Age Prediction from X-Rays

age-prediction deep-learning machine-learning transfer-learning x-rays

Last synced: 07 May 2025

https://github.com/qq456cvb/CanonicalVoting

Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes (CVPR2022)

3d-object-detection 3d-scenes cvpr2022 deep-learning hough-transform pytorch

Last synced: 20 Mar 2025

https://github.com/AdrianBZG/LLM-distributed-finetune

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

aws deep-learning distributed-training falcon fine-tuning huggingface large-language-models natural-language-processing transformers

Last synced: 08 May 2025

https://github.com/tripathiarpan20/midiformers

Applying Transformers to MIDI music for various tasks

ai-music-generator deep-learning music music-composition

Last synced: 14 Jul 2025

https://github.com/lebinh/vietnamese-accent-model

A simple deep learning model to add accent to Vietnamese text.

deep-learning notebook vietnamese

Last synced: 03 Oct 2025

https://github.com/roboflow/auto-annotate

A simple tool for automatic image annotation using Roboflow API

deep-learning labeling labeling-tool neural-networks python

Last synced: 05 May 2025

https://github.com/chenzhaiyu/coursera-deep-learning

Deep Learning specialization by Andrew Ng on Coursera

coursera deep-learning

Last synced: 12 Apr 2025

https://github.com/fkkarakurt/nerve

Zero-dependency neural network in a single C header. Copy nerve.h, compile, done. Adam · ReLU · Dropout · Xavier/He · Neuroevolution game AI (Snake · Pong · Flappy Bird). No build system. No dependencies. Runs on Linux, macOS, Windows, and bare-metal.

adam-optimizer ansi-c application artificial-intelligence backpropagation c c99 deep-learning embedded-systems game-ai header-only machine-learning mlp neural-network neural-network-library neural-networks reinforcement-learning single-header

Last synced: 01 Jun 2026

https://github.com/mit-han-lab/e3d

Efficient 3D Deep Learning

3d-perception deep-learning point-cloud

Last synced: 24 Jan 2026

https://github.com/influxow/stable-diffusion-text-to-person

How to Generate High Quality Real People in Stable Diffusion And Useful Stable Diffusion Tips & Tricks

deep-learning stable-diffusion stable-diffusion-lora text-to-image-ai

Last synced: 11 Aug 2025

https://github.com/qdata/deepmotif

Deep Motif (ICLR16)/ Deep Motif Dashboard (PSB17): Visualizing Genomic Sequence Classifications

deep-learning genomics torch

Last synced: 25 Jul 2025

https://github.com/glouppe/recnn

Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"

deep-learning jet-clustering machine-learning particle-physics

Last synced: 22 Sep 2025

https://github.com/AsRaNi1/live-cctv

To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.

cctv cctv-cameras computer-vision convolutional-neural-networks cosine-similarity darknet deep-learning euclidean-distances frame-change-detection image-classification machine-learning motion-detection neural-network object-detection python yolo yolov3

Last synced: 07 Apr 2025

https://github.com/hrolive/applications-of-ai-for-anomaly-detection

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

anomaly-detection autoencoders deep-learning generative-adversarial-network keras machine-learning notebook nvidia-gpu pandas python rapids tensorflow xgboost

Last synced: 12 May 2025

https://github.com/jinyeying/RaindropClarity

[ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957

badweather dataset deep-learning eccv2024 low-level-vision rain raindrop restoration

Last synced: 05 Mar 2025

https://github.com/ajhamdi/advpc

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)

3d adversarial-attacks deep-learning eccv-2020 paper point-clouds pointnet tensorflow

Last synced: 01 Aug 2025

https://github.com/obss/trapper

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

allennlp deep-learning natural-language-processing nlp python pytorch pytorch-transformers transformer transformers

Last synced: 16 Mar 2025

https://github.com/marvin-ai/marvin-engine-executor

Marvin AI has been accepted into the Apache Foundation and is now available at https://github.com/apache/incubator-marvin

architecture-components artificial-intelligence deep-learning grpc-client marvin platform scala

Last synced: 14 Jan 2026

https://github.com/aistream-peelout/flow_tutorials

Public tutorials of using Flow Forecast for forecasting and classifying time series data

deep-learning forecasting time-series transformers

Last synced: 25 Jun 2025

https://github.com/akimach/tfgraphviz

A visualization tool to show a TensorFlow's graph like TensorBoard

dataflow-programming deep-learning graphviz machine-learning neural-network python tensorboard tensorflow visualization

Last synced: 21 Apr 2025

https://github.com/l0sg/grouped-ssd-pytorch

PyTorch implementation of Grouped SSD (GSSD) and GSSD++ for focal liver lesion detection from multi-phase CT images (MICCAI 2018, IEEE TETCI 2021)

deep-learning liver-disease liver-disease-prediction medical-diagnostics medical-image-computing medical-images object-detection pytorch single-shot-multibox-detector ssd

Last synced: 01 Sep 2025

https://github.com/nvidia/variantworks

Deep Learning based variant calling toolkit - https://clara-parabricks.github.io/VariantWorks/

deep-learning genomics polishing variant-calling

Last synced: 06 Mar 2026

https://github.com/ddz16/preformer

This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Correlations for Long-Term Time Series Forecasting”

artificial-intelligence correlation-analysis deep-learning deep-neural-networks predictive-modeling time-series time-series-analysis time-series-forecasting time-series-prediction transformer

Last synced: 17 Jul 2025

https://github.com/mahdihosseini/rmsgd

Exploiting Explainable Metrics for Augmented SGD [CVPR2022]

convolutional-neural-networks deep-learning pytorch stochastic-gradient-descent

Last synced: 14 Dec 2025

https://github.com/dlmacedo/distinction-maximization-loss

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.

ai-safety anomaly-detection classification deep-learning machine-learning novelty-detection ood ood-detection open-set open-set-recognition osr out-of-distribution out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation

Last synced: 10 Oct 2025

https://github.com/jnbraun/bcnn

A minimalist Deep Learning framework for embedded Computer Vision

arm c99 computer-vision convolutional-neural-networks deep-learning edge-ai embedded-vision gpu high-performance

Last synced: 10 Apr 2025

https://github.com/dbetm/handwritten-flowchart-with-cnn

Recognition of handwritten flowcharts using convolutional neural networks to generate C source code and reconstructed digital flowchart.

artificial-vision convolutional-neural-networks deep-learning flowchart flowchart2code graphs handwritten handwritten-flowcharts image2code object-detection python

Last synced: 23 Apr 2026

https://github.com/neuropoly/gmseg

Spinal cord gray matter segmentation using deep dilated convolutions.

deep-learning machine-learning research segmentation spinal-cord

Last synced: 12 Mar 2026

https://github.com/galmetzer/self-sample

Single shape Deep Point Cloud Consolidation [TOG 2021]

deep-learning point-cloud pytorch

Last synced: 12 Apr 2025

https://github.com/lightning-ai/ecosystem-ci

Automate issue discovery for your projects against Lightning nightly and releases.

ci-cd compatibility-testing deep-learning integration-testing lightweight python

Last synced: 11 Apr 2025

https://github.com/lucidrains/coco-lm-pytorch

Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch

artificial-intelligence deep-learning pre-training transformers

Last synced: 30 Apr 2025

https://github.com/Gorilla-Lab-SCUT/TTAC

[NeurIPS 2022] Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering

deep-learning domain-adaptation pseudo-labeling test-time-adaptation test-time-training

Last synced: 20 Mar 2025

https://github.com/himkt/pyner

🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.

chainer deep-learning named-entity-recognition neural-networks sequence-labeling

Last synced: 03 Aug 2025

https://github.com/serezd/vqvae-vqgan-pytorch-lightning

VQ-VAE/GAN implementation in pytorch-lightning

deep-learning pytorch pytorch-lightning vqgan vqvae

Last synced: 04 Oct 2025

https://github.com/bgu-cs-vil/deepmcbm

"A Deep Moving-camera Background Model" [Erez, Shapira Weber, and Freifeld, ECCV 2022]

background-estimation computer-vision deep-learning moving-camera pytorch

Last synced: 23 Apr 2025

https://github.com/asem000/pytreeclass

Visualize, create, and operate on pytrees in the most intuitive way possible.

data dataclasses deep-learning jax machine-learning pipelines pytorch pytree tensorflow

Last synced: 07 Apr 2025

https://github.com/google-research-datasets/swim-ir

SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 languages, generated using PaLM 2 and summarize-then-ask prompting.

cross-lingual datasets deep-learning information-retrieval machine-learning multilingual natural-language-processing neural-information-retrieval nlp training-data

Last synced: 01 Apr 2026

https://github.com/RentadroneCL/Photovoltaic_Fault_Detector

Model Photovoltaic Fault Detector based in model detector YOLOv.3, this repository contains four detector model with their weights and the explanation of how to use these models.

deep-learning detection-boxes detector-model fault-detection keras model-detection object-detection photovoltaic-panels solar-energy tensorflow yolo3

Last synced: 07 May 2025

https://github.com/animikhaich/ecg-atrial-fibrillation-classification-using-cnn

This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.

1d-cnn 1d-convolution atrial-fibrillation classification cnn-classification cnn-keras deep-learning ecg ecg-signal ecg-signals patient tensorflow

Last synced: 10 Apr 2025

https://github.com/determined-ai/environments

Determined AI public environments

deep-learning docker gpu-acceleration

Last synced: 13 Apr 2025

https://github.com/SciML/DeepEquilibriumNetworks.jl

Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

deep-equilibrium-models deep-learning implicit-deep-learning julia machine-learning neural-networks nonlinear-equations nonlinear-solve

Last synced: 04 May 2025

https://github.com/dragen1860/capsnet-pytorch

Pytorch version of Hinton's Capsule Theory paper: Dynamic Routing Between Capsules

capsnet-pytorch deep-learning machine-learning pytorch

Last synced: 30 Apr 2025

https://github.com/Mattdl/ContinualPrototypeEvolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

computer-vision continual-learning datastreaming deep-learning online-learning prototypes representation-learning

Last synced: 08 May 2025

https://github.com/nish03/FunFuseAn

Code for MICCAI Workshop 2019 paper "Structural Similarity based Anatomical and Functional Brain Imaging Fusion"

deep-learning fusion medical-imaging

Last synced: 04 May 2025

https://github.com/wq2012/speakerrecognitionfromscratch

Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家

attention-mechanism deep-learning librispeech lstm neural-network pytorch speaker-recognition speaker-recognition-systems transformer transformer-models

Last synced: 12 Apr 2025

https://github.com/mattdl/continualprototypeevolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

computer-vision continual-learning datastreaming deep-learning online-learning prototypes representation-learning

Last synced: 15 Jul 2025

https://github.com/ytakzk/CoreML-samples

Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

coreml coreml-framework deep-learning ios ios11 ml resnet swift

Last synced: 02 Aug 2025

https://github.com/rasbt/blog-finetuning-llama-adapters

Supplementary material for "Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to Adapters"

deep-learning large-language-models pytorch transformer

Last synced: 02 Sep 2025

https://github.com/google-research/pisac

Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)

deep-learning deep-reinforcement-learning information-theory machine-learning reinforcement-learning robotics vision

Last synced: 23 Jun 2025

https://github.com/joaopaulolndev/my-data-scientist-roadmap

Description about my roadmap to become Data Scientist and Engineer Machine Learning

artificial-intelligence data-science deep-learning machine-learning python python3

Last synced: 23 Apr 2025

https://github.com/born-ml/born

Production-ready ML framework for Go with zero dependencies. Train and deploy neural networks as single binaries. PyTorch-like API, type-safe tensors, automatic differentiation.

autodiff automatic-differentiation cpu-backend cross-platform deep-learning go golang high-performance machine-learning neural-networks pure-go tensor type-safety

Last synced: 04 Mar 2026

https://github.com/lukasmosser/snist

A Benchmark for Seismic Velocity Inversion from Synthetics

data-science deep-learning geology geophysics machine-learning physics seismic waveform

Last synced: 21 Aug 2025

https://github.com/crlandsc/torch-log-wmse

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

ai audio audio-denoising audio-quality audio-quality-assessment audio-separation audio-source-separation bss deep-learning loss-functions machine-learning mss music music-source-separation python sound-processing sound-separation sound-source-separation speech-denoising torch

Last synced: 30 Jan 2026

https://github.com/lucidrains/x-mlps-pytorch

Just a repository that will house some MLPs and their variants, so to avoid having to reimplement them again and again for different projects (especially RL)

artificial-intelligence deep-learning mlp

Last synced: 29 Jan 2026

https://github.com/onnx/onnx-r

R Interface to Open Neural Network Exchange (ONNX)

cran deep-learning deep-neural-networks onnx rstats

Last synced: 28 Apr 2025

https://github.com/duyongan/nlp-is-so-easy

自然语言处理、深度学习、机器学习的一些个人博客

deep-learning machine-learning nlp

Last synced: 08 Oct 2025

https://github.com/OpenProteinAI/PoET

Inference code for PoET: A generative model of protein families as sequences-of-sequences

deep-learning generative-model protein-engineering protein-language-model protein-sequences proteins

Last synced: 01 May 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 457 learn-ai-engineering 114 Awesome-Geospatial 1,525 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 Awesome-Deblurring 444 awesome-anomaly-detection 138 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 8,912 Uncategorized 8,802 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,387 **Literature and Codes** 2,279 Repos 1,865 NLP 1,821 Conference Papers 1,658 Table of Contents 1,645 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,075 Deep Learning 1,069 Research Papers 951 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 832